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  "workflow": {
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    "name": "LinkedIn scraping, structuring, and messaging using PhantomBuster and GPT-4",
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    "recentViews": 0,
    "totalViews": 244,
    "createdAt": "2025-06-20T11:57:21.573Z",
    "description": "**Description**\n\nThis template automates the end-to-end process of extracting professional data from LinkedIn and converting it into a usable format—ideal for recruiters, SDRs, marketers, and growth teams. With a few simple configurations, you’ll be able to trigger the flow, scrape profiles, and use AI to extract name, headline, company, role, industry, and more—without writing a single line of code.\n\n**Key Features**\n\n🔗 Launch PhantomBuster Agent using a profile URL\n⏳ Wait 45 seconds for PhantomBuster to complete scraping\n📥 Fetch and parse scraped data (download URL to JSON)\n🤖 Use GPT-4 (OpenAI/Azure) to extract structured information\n📄 Output fields: Name, Headline, Company, Job Title, Industry, Experience, etc.\n🧰 Optional: Personalize messages using extracted data\n📊 Send structured output to Google Sheets, Airtable, or CRM\n\n**Setup Instructions**\n\n**PhantomBuster Configuration**\n- Sign up for PhantomBuster\n- Use the LinkedIn Profile Scraper Phantom\n- Obtain your API Key and Agent ID\n- Provide a valid LinkedIn session cookie (from browser dev tools)\n\n**OpenAI or Azure Setup**\n- Add your GPT-4 or GPT-4o API credentials\n- Can be from either OpenAI or Azure OpenAI\n\n\n**Google Sheet (Optional)**\nAdd a sheet with LinkedIn profile URLs to process in batch mode\n\n**Environment Cleanup**\n- This version uses n8n credentials manager\n- All hardcoded tokens and API keys are removed for security compliance\n\n**Customization Tips**\n- You can adjust the wait duration depending on PhantomBuster execution time\n- Replace or extend the AI parsing prompt to include more fields (e.g., education, location, skills)\n- Add additional automations: Slack notifications, CRM sync, or enrichment tools like Clearbit or Hunter.io\n\n**Perfect For**\n\n🚀 Growth hackers and SDRs automating lead generation\n🧠 Recruiters scraping profiles for outreach\n📊 Marketing teams enriching data for campaigns\n🛠️ SaaS builders building LinkedIn intelligence tools",
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      "name": "LinkedIn Profile Scraping & Structured Data Extraction with PhantomBuster & GPT-4",
      "tags": [],
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          "notes": "\\n\\n should break line ",
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    "status": "published",
    "user": {
      "name": "Rahul Joshi",
      "username": "rahul08",
      "bio": "Rahul Joshi is a seasoned technology leader specializing in the n8n automation tool and AI-driven workflow automation. With deep expertise in building open-source workflow automation and self-hosted automation platforms, he helps organizations eliminate manual processes through intelligent n8n ai agent automation solutions.\n\n",
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